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AI FinOps Engineer
NelnetAI FinOps Engineer at Nelnet focusing on token economics and cost optimization for Enterprise AI programs. Collaborating with teams to drive efficiency across AI platforms and best practice development.
Tech Stack
Tools & technologiesCloudPythonSQLSwitching
About the role
Key responsibilities & impact- Track, model, and optimize token costs across Enterprise AI platforms.
- Own prompt efficiency patterns, caching strategies, and model-tier selection guidance.
- Define and document token optimization best practices.
- Partner with the AI enablement team to translate findings into org-wide guidance.
- Build and maintain dashboards that surface usage trends, cost anomalies, and efficiency metrics for IT leadership.
- Identify waste, propose tier or model changes, and quantify savings.
Requirements
What you’ll need- 1–2 years hands-on experience with LLM APIs (Claude, OpenAI, or equivalent) at the token level
- Deep familiarity with LLM pricing mechanics: context windows, caching, batching, input/output token splits, and tier structures
- Experience with prompt engineering techniques focused on efficiency and cost reduction
- Python or SQL for instrumentation and pipeline work
- Ability to communicate technical findings to non-technical stakeholders.
- 2–4 years of industry experience (Preferred)
- Prompt caching, batch API usage, or model-tier switching in production environments (Preferred)
- Cloud FinOps background or FinOps Foundation certification (Preferred)
- Experience with multiple LLM providers and their cost/capability tradeoffs (Preferred)
Benefits
Comp & perks- Medical, dental, vision
- HSA and FSA
- Generous earned time off
- 401K/student loan repayment
- Life insurance & AD&D insurance
- Employee assistance program
- Employee stock purchase program
- Tuition reimbursement
- Performance-based incentive pay
- Short- and long-term disability
- Robust wellness program
ATS Keywords
✓ Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills & Tools
LLM APIstoken optimizationprompt engineeringPythonSQLcaching strategiesbatch API usagemodel-tier switchingcost reduction techniquesdata instrumentation
Soft Skills
communicationcollaborationanalytical thinkingproblem-solving
Certifications
FinOps Foundation certification